47 citations · 82 across the 11 of their papers we have counts for
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stat.ME2019
Gaussian process surrogate modeling with manipulating factors for carbon nanotube growth experiments
Chiwoo Park, Rahul Rao, Pavel Nikolaev +1
This paper presents a new Gaussian process (GP) surrogate modeling for predicting the outcome of a physical experiment where some experimental inputs are controlled by other manipu…
stat.ML2019
Sequential Adaptive Design for Jump Regression Estimation
Chiwoo Park, Peihua Qiu, Jennifer Carpena-Núñez +3
Selecting input variables or design points for statistical models has been of great interest in adaptive design and active learning. Motivated by two scientific examples, this pape…